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Quickstart
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API Reference
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Probabilistic Numerics
GitHub
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Index
_
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A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
_
__call__() (probnum._config.Configuration method)
(probnum.diffeq.KalmanODESolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.PerturbedStepSolution method)
(probnum.filtsmooth.FilteringPosterior method)
(probnum.filtsmooth.KalmanPosterior method)
(probnum.filtsmooth.ParticleFilterPosterior method)
(probnum.filtsmooth.SmoothingPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
(probnum.kernels.ExpQuad method)
(probnum.kernels.Kernel method)
(probnum.kernels.Linear method)
(probnum.kernels.Matern method)
(probnum.kernels.Polynomial method)
(probnum.kernels.RatQuad method)
(probnum.kernels.WhiteNoise method)
(probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
(probnum.quad.GaussianMeasure method)
(probnum.quad.IntegrationMeasure method)
(probnum.quad.LebesgueMeasure method)
(probnum.randprocs.GaussianProcess method)
(probnum.randprocs.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
(probnum.statespace.ConstantDiffusion method)
(probnum.statespace.Diffusion method)
(probnum.statespace.NordsieckLikeCoordinates method)
(probnum.statespace.PiecewiseConstantDiffusion method)
(probnum.statespace.Preconditioner method)
A
AdaptiveSteps (class in probnum.diffeq)
adjoint() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
append() (probnum.diffeq.KalmanODESolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.PerturbedStepSolution method)
(probnum.filtsmooth.FilteringPosterior method)
(probnum.filtsmooth.KalmanPosterior method)
(probnum.filtsmooth.ParticleFilterPosterior method)
(probnum.filtsmooth.SmoothingPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
as_colvec() (in module probnum.utils)
as_numpy_scalar() (in module probnum.utils)
as_shape() (in module probnum.utils)
aslinop() (in module probnum.linops)
asrandvar() (in module probnum)
(in module probnum.randvars)
assemble_sigma_points() (probnum.filtsmooth.ContinuousUKFComponent method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.filtsmooth.UKFComponent method)
astype() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
AsymmetricMatrixBasedSolver (class in probnum.linalg)
atleast_1d() (in module probnum.utils)
B
backward_realization() (probnum.filtsmooth.ContinuousEKFComponent method)
(probnum.filtsmooth.ContinuousUKFComponent method)
(probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.filtsmooth.EKFComponent method)
(probnum.filtsmooth.IteratedDiscreteComponent method)
(probnum.statespace.DiscreteGaussian method)
(probnum.statespace.DiscreteLinearGaussian method)
(probnum.statespace.DiscreteLTIGaussian method)
(probnum.statespace.IBM method)
(probnum.statespace.IOUP method)
(probnum.statespace.LinearSDE method)
(probnum.statespace.LTISDE method)
(probnum.statespace.Matern method)
(probnum.statespace.SDE method)
(probnum.statespace.Transition method)
backward_rv() (probnum.filtsmooth.ContinuousEKFComponent method)
(probnum.filtsmooth.ContinuousUKFComponent method)
(probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.filtsmooth.EKFComponent method)
(probnum.filtsmooth.IteratedDiscreteComponent method)
(probnum.statespace.DiscreteGaussian method)
(probnum.statespace.DiscreteLinearGaussian method)
(probnum.statespace.DiscreteLTIGaussian method)
(probnum.statespace.IBM method)
(probnum.statespace.IOUP method)
(probnum.statespace.LinearSDE method)
(probnum.statespace.LTISDE method)
(probnum.statespace.Matern method)
(probnum.statespace.SDE method)
(probnum.statespace.Transition method)
bayescg() (in module probnum.linalg)
BayesFiltSmooth (class in probnum.filtsmooth)
BayesianQuadrature (class in probnum.quad)
bayesquad() (in module probnum.quad)
benes_daum() (in module probnum.problems.zoo.filtsmooth)
BootstrapImportanceDistribution (class in probnum.filtsmooth)
broadcast_matmat() (probnum.linops.Identity class method)
(probnum.linops.Kronecker class method)
(probnum.linops.LinearOperator class method)
(probnum.linops.Matrix class method)
(probnum.linops.Scaling class method)
(probnum.linops.SymmetricKronecker class method)
(probnum.linops.Symmetrize class method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix class method)
broadcast_matvec() (probnum.linops.Identity class method)
(probnum.linops.Kronecker class method)
(probnum.linops.LinearOperator class method)
(probnum.linops.Matrix class method)
(probnum.linops.Scaling class method)
(probnum.linops.SymmetricKronecker class method)
(probnum.linops.Symmetrize class method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix class method)
broadcast_rmatmat() (probnum.linops.Identity class method)
(probnum.linops.Kronecker class method)
(probnum.linops.LinearOperator class method)
(probnum.linops.Matrix class method)
(probnum.linops.Scaling class method)
(probnum.linops.SymmetricKronecker class method)
(probnum.linops.Symmetrize class method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix class method)
broadcast_rmatvec() (probnum.linops.Identity class method)
(probnum.linops.Kronecker class method)
(probnum.linops.LinearOperator class method)
(probnum.linops.Matrix class method)
(probnum.linops.Scaling class method)
(probnum.linops.SymmetricKronecker class method)
(probnum.linops.Symmetrize class method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix class method)
C
car_tracking() (in module probnum.problems.zoo.filtsmooth)
Categorical (class in probnum.randvars)
cdf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
cholesky_update() (in module probnum.utils.linalg)
cond() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
condition_state_on_measurement() (in module probnum.statespace)
condition_state_on_rv() (in module probnum.statespace)
Configuration (class in probnum._config)
conj() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
conjugate() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
Constant (class in probnum.randvars)
ConstantDiffusion (class in probnum.statespace)
ConstantSteps (class in probnum.diffeq)
construct_with_rk_init() (probnum.diffeq.GaussianIVPFilter class method)
construct_with_taylormode_init() (probnum.diffeq.GaussianIVPFilter class method)
ContinuousEKFComponent (class in probnum.filtsmooth)
ContinuousRandomVariable (class in probnum.randvars)
ContinuousUKFComponent (class in probnum.filtsmooth)
cov (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
cov() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
cov_cholesky (probnum.randvars.Constant attribute)
(probnum.randvars.Normal attribute)
cov_cholesky_is_precomputed (probnum.randvars.Normal attribute)
D
ddf (probnum.problems.InitialValueProblem attribute)
dense_cov (probnum.randvars.Normal attribute)
dense_cov_cholesky() (probnum.randvars.Normal method)
dense_mean (probnum.randvars.Normal attribute)
dense_output() (probnum.diffeq.WrappedScipyRungeKutta method)
det() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
df (probnum.problems.InitialValueProblem attribute)
Diffusion (class in probnum.statespace)
diffusions (probnum.statespace.PiecewiseConstantDiffusion attribute)
dimension (probnum.filtsmooth.DiscreteUKFComponent attribute)
(probnum.problems.InitialValueProblem attribute)
DiscreteEKFComponent (class in probnum.filtsmooth)
DiscreteGaussian (class in probnum.statespace)
DiscreteLinearGaussian (class in probnum.statespace)
DiscreteLTIGaussian (class in probnum.statespace)
DiscreteRandomVariable (class in probnum.randvars)
DiscreteUKFComponent (class in probnum.filtsmooth)
discretise() (probnum.statespace.IBM method)
(probnum.statespace.IOUP method)
(probnum.statespace.LTISDE method)
(probnum.statespace.Matern method)
dtype (probnum.linops.Identity attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.MarkovProcess attribute)
(probnum.randprocs.RandomProcess attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
E
effective_number_of_events() (in module probnum.filtsmooth)
eigvals() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
EKFComponent (class in probnum.filtsmooth)
entropy (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
equivalent_discretisation_preconditioned (probnum.statespace.IBM attribute)
errorest_to_norm() (probnum.diffeq.AdaptiveSteps method)
(probnum.diffeq.ConstantSteps method)
(probnum.diffeq.StepRule method)
estimate_locally() (probnum.statespace.ConstantDiffusion method)
(probnum.statespace.Diffusion method)
(probnum.statespace.PiecewiseConstantDiffusion method)
estimate_statistics() (probnum.filtsmooth.UnscentedTransform method)
evaluate_error() (probnum.filtsmooth.StoppingCriterion method)
ExpQuad (class in probnum.kernels)
F
factors (probnum.linops.Scaling attribute)
filter() (probnum.filtsmooth.Kalman method)
(probnum.filtsmooth.ParticleFilter method)
filter_generator() (probnum.filtsmooth.ParticleFilter method)
filtered_states_generator() (probnum.filtsmooth.Kalman method)
filtering_solution (probnum.diffeq.KalmanODESolution attribute)
FilteringPosterior (class in probnum.filtsmooth)
filtsmooth() (probnum.filtsmooth.Kalman method)
fitzhughnagumo() (in module probnum.problems.zoo.diffeq)
forward_realization() (probnum.filtsmooth.ContinuousEKFComponent method)
(probnum.filtsmooth.ContinuousUKFComponent method)
(probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.filtsmooth.EKFComponent method)
(probnum.filtsmooth.IteratedDiscreteComponent method)
(probnum.statespace.DiscreteGaussian method)
(probnum.statespace.DiscreteLinearGaussian method)
(probnum.statespace.DiscreteLTIGaussian method)
(probnum.statespace.IBM method)
(probnum.statespace.IOUP method)
(probnum.statespace.LinearSDE method)
(probnum.statespace.LTISDE method)
(probnum.statespace.Matern method)
(probnum.statespace.SDE method)
(probnum.statespace.Transition method)
forward_rv() (probnum.filtsmooth.ContinuousEKFComponent method)
(probnum.filtsmooth.ContinuousUKFComponent method)
(probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.filtsmooth.EKFComponent method)
(probnum.filtsmooth.IteratedDiscreteComponent method)
(probnum.statespace.DiscreteGaussian method)
(probnum.statespace.DiscreteLinearGaussian method)
(probnum.statespace.DiscreteLTIGaussian method)
(probnum.statespace.IBM method)
(probnum.statespace.IOUP method)
(probnum.statespace.LinearSDE method)
(probnum.statespace.LTISDE method)
(probnum.statespace.Matern method)
(probnum.statespace.SDE method)
(probnum.statespace.Transition method)
freeze() (probnum.diffeq.KalmanODESolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.PerturbedStepSolution method)
(probnum.filtsmooth.FilteringPosterior method)
(probnum.filtsmooth.KalmanPosterior method)
(probnum.filtsmooth.ParticleFilterPosterior method)
(probnum.filtsmooth.SmoothingPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
from_database_entry() (probnum.problems.zoo.linalg.SuiteSparseMatrix class method)
from_ekf() (probnum.filtsmooth.LinearizationImportanceDistribution class method)
from_interface() (probnum.quad.BayesianQuadrature class method)
from_ode() (probnum.filtsmooth.DiscreteEKFComponent class method)
(probnum.filtsmooth.DiscreteUKFComponent class method)
(probnum.statespace.DiscreteGaussian class method)
(probnum.statespace.DiscreteLinearGaussian class method)
(probnum.statespace.DiscreteLTIGaussian class method)
from_order() (probnum.statespace.NordsieckLikeCoordinates class method)
from_ukf() (probnum.filtsmooth.LinearizationImportanceDistribution class method)
frozen (probnum.diffeq.KalmanODESolution attribute)
(probnum.diffeq.ODESolution attribute)
(probnum.diffeq.PerturbedStepSolution attribute)
(probnum.filtsmooth.FilteringPosterior attribute)
(probnum.filtsmooth.KalmanPosterior attribute)
(probnum.filtsmooth.ParticleFilterPosterior attribute)
(probnum.filtsmooth.SmoothingPosterior attribute)
(probnum.filtsmooth.TimeSeriesPosterior attribute)
G
GaussianIVPFilter (class in probnum.diffeq)
GaussianMeasure (class in probnum.quad)
GaussianProcess (class in probnum.randprocs)
generate_importance_rv() (probnum.filtsmooth.BootstrapImportanceDistribution method)
(probnum.filtsmooth.ImportanceDistribution method)
(probnum.filtsmooth.LinearizationImportanceDistribution method)
generate_samples() (in module probnum.statespace)
H
H (probnum.linops.Identity attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
has_converged() (probnum.linalg.AsymmetricMatrixBasedSolver method)
(probnum.linalg.MatrixBasedSolver method)
(probnum.linalg.ProbabilisticLinearSolver method)
(probnum.linalg.SolutionBasedSolver method)
(probnum.linalg.SymmetricMatrixBasedSolver method)
I
IBM (class in probnum.statespace)
identical_factors (probnum.linops.SymmetricKronecker attribute)
Identity (class in probnum.linops)
importance_rv_generator() (probnum.filtsmooth.ParticleFilter method)
importance_rv_generator_initial_time() (probnum.filtsmooth.ParticleFilter method)
ImportanceDistribution (class in probnum.filtsmooth)
in_support() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
infer_median_dtype() (probnum.randvars.Categorical static method)
(probnum.randvars.Constant static method)
(probnum.randvars.ContinuousRandomVariable static method)
(probnum.randvars.DiscreteRandomVariable static method)
(probnum.randvars.Normal static method)
(probnum.randvars.RandomVariable static method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable static method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable static method)
(probnum.randvars.WrappedSciPyRandomVariable static method)
infer_moment_dtype() (probnum.randvars.Categorical static method)
(probnum.randvars.Constant static method)
(probnum.randvars.ContinuousRandomVariable static method)
(probnum.randvars.DiscreteRandomVariable static method)
(probnum.randvars.Normal static method)
(probnum.randvars.RandomVariable static method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable static method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable static method)
(probnum.randvars.WrappedSciPyRandomVariable static method)
initialise() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.PerturbedStepSolver method)
(probnum.diffeq.WrappedScipyRungeKutta method)
initialize_odefilter_with_rk() (in module probnum.diffeq)
initialize_odefilter_with_taylormode() (in module probnum.diffeq)
InitialValueProblem (class in probnum.problems)
input_dim (probnum.kernels.ExpQuad attribute)
(probnum.kernels.Kernel attribute)
(probnum.kernels.Linear attribute)
(probnum.kernels.Matern attribute)
(probnum.kernels.Polynomial attribute)
(probnum.kernels.RatQuad attribute)
(probnum.kernels.WhiteNoise attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.MarkovProcess attribute)
(probnum.randprocs.RandomProcess attribute)
integrate() (probnum.quad.BayesianQuadrature method)
IntegrationMeasure (class in probnum.quad)
Integrator (class in probnum.statespace)
interpolate() (probnum.diffeq.KalmanODESolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.PerturbedStepSolution method)
(probnum.filtsmooth.FilteringPosterior method)
(probnum.filtsmooth.KalmanPosterior method)
(probnum.filtsmooth.ParticleFilterPosterior method)
(probnum.filtsmooth.SmoothingPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
inv() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
inverse (probnum.statespace.NordsieckLikeCoordinates attribute)
(probnum.statespace.Preconditioner attribute)
IOUP (class in probnum.statespace)
is_accepted() (probnum.diffeq.AdaptiveSteps method)
(probnum.diffeq.ConstantSteps method)
(probnum.diffeq.StepRule method)
is_isotropic (probnum.linops.Scaling attribute)
is_square (probnum.linops.Identity attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
iterated_filtsmooth() (probnum.filtsmooth.Kalman method)
iterated_filtsmooth_posterior_generator() (probnum.filtsmooth.Kalman method)
IteratedDiscreteComponent (class in probnum.filtsmooth)
J
jointly_transform_base_measure_realization_list_backward() (probnum.filtsmooth.ContinuousEKFComponent method)
(probnum.filtsmooth.ContinuousUKFComponent method)
(probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.filtsmooth.IteratedDiscreteComponent method)
(probnum.statespace.DiscreteGaussian method)
(probnum.statespace.DiscreteLinearGaussian method)
(probnum.statespace.DiscreteLTIGaussian method)
(probnum.statespace.IBM method)
(probnum.statespace.IOUP method)
(probnum.statespace.LinearSDE method)
(probnum.statespace.LTISDE method)
(probnum.statespace.Matern method)
(probnum.statespace.SDE method)
(probnum.statespace.Transition method)
jointly_transform_base_measure_realization_list_forward() (probnum.filtsmooth.ContinuousEKFComponent method)
(probnum.filtsmooth.ContinuousUKFComponent method)
(probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.filtsmooth.IteratedDiscreteComponent method)
(probnum.statespace.DiscreteGaussian method)
(probnum.statespace.DiscreteLinearGaussian method)
(probnum.statespace.DiscreteLTIGaussian method)
(probnum.statespace.IBM method)
(probnum.statespace.IOUP method)
(probnum.statespace.LinearSDE method)
(probnum.statespace.LTISDE method)
(probnum.statespace.Matern method)
(probnum.statespace.SDE method)
(probnum.statespace.Transition method)
K
Kalman (class in probnum.filtsmooth)
KalmanODESolution (class in probnum.diffeq)
KalmanPosterior (class in probnum.filtsmooth)
Kernel (class in probnum.kernels)
kernel_mean() (probnum.quad.KernelEmbedding method)
kernel_variance() (probnum.quad.KernelEmbedding method)
KernelEmbedding (class in probnum.quad)
Kronecker (class in probnum.linops)
L
LebesgueMeasure (class in probnum.quad)
Linear (class in probnum.kernels)
LinearizationImportanceDistribution (class in probnum.filtsmooth)
linearize() (probnum.filtsmooth.ContinuousEKFComponent method)
(probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.EKFComponent method)
LinearOperator (class in probnum.linops)
LinearSDE (class in probnum.statespace)
LinearSystem (class in probnum.problems)
locations (probnum.diffeq.KalmanODESolution attribute)
(probnum.diffeq.ODESolution attribute)
(probnum.diffeq.PerturbedStepSolution attribute)
(probnum.filtsmooth.FilteringPosterior attribute)
(probnum.filtsmooth.KalmanPosterior attribute)
(probnum.filtsmooth.ParticleFilterPosterior attribute)
(probnum.filtsmooth.SmoothingPosterior attribute)
(probnum.filtsmooth.TimeSeriesPosterior attribute)
(probnum.statespace.PiecewiseConstantDiffusion attribute)
log_correction_factor() (probnum.filtsmooth.BootstrapImportanceDistribution method)
(probnum.filtsmooth.ImportanceDistribution method)
(probnum.filtsmooth.LinearizationImportanceDistribution method)
logabsdet() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
logcdf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
logistic() (in module probnum.problems.zoo.diffeq)
logistic_ode() (in module probnum.problems.zoo.filtsmooth)
logpdf() (probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
logpmf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
lorenz() (in module probnum.problems.zoo.diffeq)
lotkavolterra() (in module probnum.problems.zoo.diffeq)
LTISDE (class in probnum.statespace)
M
marginal() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
MarkovProcess (class in probnum.randprocs)
Matern (class in probnum.kernels)
(class in probnum.statespace)
Matrix (class in probnum.linops)
matrix_fraction_decomposition() (in module probnum.statespace)
MatrixBasedSolver (class in probnum.linalg)
mean (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
mean() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
median (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
median_dtype (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
merge_regression_problems() (in module probnum.filtsmooth)
method_callback() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.PerturbedStepSolver method)
(probnum.diffeq.WrappedScipyRungeKutta method)
mode (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
module
probnum
probnum._config
probnum.diffeq
probnum.filtsmooth
probnum.kernels
probnum.linalg
probnum.linops
probnum.problems
probnum.problems.zoo
probnum.problems.zoo.diffeq
probnum.problems.zoo.filtsmooth
probnum.problems.zoo.linalg
probnum.quad
probnum.randprocs
probnum.randvars
probnum.statespace
probnum.utils
probnum.utils.linalg
moment_dtype (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
N
ndim (probnum.linops.Identity attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
NordsieckLikeCoordinates (class in probnum.statespace)
Normal (class in probnum.randvars)
O
ODESolution (class in probnum.diffeq)
ODESolver (class in probnum.diffeq)
ornstein_uhlenbeck() (in module probnum.problems.zoo.filtsmooth)
output_dim (probnum.kernels.ExpQuad attribute)
(probnum.kernels.Kernel attribute)
(probnum.kernels.Linear attribute)
(probnum.kernels.Matern attribute)
(probnum.kernels.Polynomial attribute)
(probnum.kernels.RatQuad attribute)
(probnum.kernels.WhiteNoise attribute)
(probnum.problems.QuadratureProblem attribute)
(probnum.randprocs.GaussianProcess attribute)
(probnum.randprocs.MarkovProcess attribute)
(probnum.randprocs.RandomProcess attribute)
P
parameters (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
ParticleFilter (class in probnum.filtsmooth)
ParticleFilterPosterior (class in probnum.filtsmooth)
pdf() (probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
pendulum() (in module probnum.problems.zoo.filtsmooth)
perturb_lognormal() (in module probnum.diffeq)
perturb_uniform() (in module probnum.diffeq)
PerturbedStepSolution (class in probnum.diffeq)
PerturbedStepSolver (class in probnum.diffeq)
PiecewiseConstantDiffusion (class in probnum.statespace)
pmf() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
Polynomial (class in probnum.kernels)
postprocess() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.PerturbedStepSolver method)
(probnum.diffeq.WrappedScipyRungeKutta method)
precompute_cov_cholesky() (probnum.randvars.Normal method)
Preconditioner (class in probnum.statespace)
ProbabilisticLinearSolver (class in probnum.linalg)
ProbabilisticNumericalMethod (class in probnum)
probabilities (probnum.randvars.Categorical attribute)
problinsolve() (in module probnum.linalg)
probnum
module
probnum._config
module
probnum.diffeq
module
probnum.filtsmooth
module
probnum.kernels
module
probnum.linalg
module
probnum.linops
module
probnum.problems
module
probnum.problems.zoo
module
probnum.problems.zoo.diffeq
module
probnum.problems.zoo.filtsmooth
module
probnum.problems.zoo.linalg
module
probnum.quad
module
probnum.randprocs
module
probnum.randvars
module
probnum.statespace
module
probnum.utils
module
probnum.utils.linalg
module
probsolve_ivp() (in module probnum.diffeq)
proc_noise_cov_cholesky (probnum.statespace.DiscreteLTIGaussian attribute)
proc_noise_cov_cholesky_fun() (probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.statespace.DiscreteGaussian method)
(probnum.statespace.DiscreteLinearGaussian method)
(probnum.statespace.DiscreteLTIGaussian method)
process_initrv_with_data() (probnum.filtsmooth.BootstrapImportanceDistribution method)
(probnum.filtsmooth.ImportanceDistribution method)
(probnum.filtsmooth.LinearizationImportanceDistribution method)
proj2coord() (probnum.statespace.IBM method)
(probnum.statespace.Integrator method)
(probnum.statespace.IOUP method)
(probnum.statespace.Matern method)
propagate() (probnum.filtsmooth.UnscentedTransform method)
propose_firststep() (in module probnum.diffeq)
push_forward() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
Q
QuadratureProblem (class in probnum.problems)
quantile() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
R
random_sparse_spd_matrix() (in module probnum.problems.zoo.linalg)
random_spd_matrix() (in module probnum.problems.zoo.linalg)
RandomProcess (class in probnum.randprocs)
RandomVariable (class in probnum.randvars)
rank() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
RatQuad (class in probnum.kernels)
register() (probnum._config.Configuration method)
resample() (probnum.randvars.Categorical method)
reshape() (probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
rigidbody() (in module probnum.problems.zoo.diffeq)
rvlist_to_odesol() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.PerturbedStepSolver method)
(probnum.diffeq.WrappedScipyRungeKutta method)
S
sample() (probnum.diffeq.KalmanODESolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.PerturbedStepSolution method)
(probnum.filtsmooth.FilteringPosterior method)
(probnum.filtsmooth.KalmanPosterior method)
(probnum.filtsmooth.ParticleFilterPosterior method)
(probnum.filtsmooth.SmoothingPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
(probnum.quad.GaussianMeasure method)
(probnum.quad.IntegrationMeasure method)
(probnum.quad.LebesgueMeasure method)
(probnum.randprocs.GaussianProcess method)
(probnum.randprocs.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
(probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
scalar (probnum.linops.Scaling attribute)
Scaling (class in probnum.linops)
scipy_rv (probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
SDE (class in probnum.statespace)
seir() (in module probnum.problems.zoo.diffeq)
shape (probnum.linops.Identity attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
sigma_points() (probnum.filtsmooth.UnscentedTransform method)
size (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
smooth() (probnum.filtsmooth.Kalman method)
smooth_list() (probnum.filtsmooth.ContinuousEKFComponent method)
(probnum.filtsmooth.ContinuousUKFComponent method)
(probnum.filtsmooth.DiscreteEKFComponent method)
(probnum.filtsmooth.DiscreteUKFComponent method)
(probnum.filtsmooth.IteratedDiscreteComponent method)
(probnum.statespace.DiscreteGaussian method)
(probnum.statespace.DiscreteLinearGaussian method)
(probnum.statespace.DiscreteLTIGaussian method)
(probnum.statespace.IBM method)
(probnum.statespace.IOUP method)
(probnum.statespace.LinearSDE method)
(probnum.statespace.LTISDE method)
(probnum.statespace.Matern method)
(probnum.statespace.SDE method)
(probnum.statespace.Transition method)
SmoothingPosterior (class in probnum.filtsmooth)
solution (probnum.problems.InitialValueProblem attribute)
(probnum.problems.LinearSystem attribute)
(probnum.problems.QuadratureProblem attribute)
(probnum.problems.TimeSeriesRegressionProblem attribute)
solution_generator() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.PerturbedStepSolver method)
(probnum.diffeq.WrappedScipyRungeKutta method)
SolutionBasedSolver (class in probnum.linalg)
solve() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.PerturbedStepSolver method)
(probnum.diffeq.WrappedScipyRungeKutta method)
(probnum.linalg.AsymmetricMatrixBasedSolver method)
(probnum.linalg.MatrixBasedSolver method)
(probnum.linalg.ProbabilisticLinearSolver method)
(probnum.linalg.SolutionBasedSolver method)
(probnum.linalg.SymmetricMatrixBasedSolver method)
(probnum.ProbabilisticNumericalMethod method)
states (probnum.diffeq.KalmanODESolution attribute)
(probnum.diffeq.ODESolution attribute)
(probnum.diffeq.PerturbedStepSolution attribute)
(probnum.filtsmooth.FilteringPosterior attribute)
(probnum.filtsmooth.KalmanPosterior attribute)
(probnum.filtsmooth.ParticleFilterPosterior attribute)
(probnum.filtsmooth.SmoothingPosterior attribute)
(probnum.filtsmooth.TimeSeriesPosterior attribute)
std (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
std() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
step() (probnum.diffeq.GaussianIVPFilter method)
(probnum.diffeq.ODESolver method)
(probnum.diffeq.PerturbedStepSolver method)
(probnum.diffeq.WrappedScipyRungeKutta method)
StepRule (class in probnum.diffeq)
StoppingCriterion (class in probnum.filtsmooth)
string_to_measurement_model() (probnum.diffeq.GaussianIVPFilter static method)
suggest() (probnum.diffeq.AdaptiveSteps method)
(probnum.diffeq.ConstantSteps method)
(probnum.diffeq.StepRule method)
suitesparse_matrix() (in module probnum.problems.zoo.linalg)
SuiteSparseMatrix (class in probnum.problems.zoo.linalg)
support (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
SymmetricKronecker (class in probnum.linops)
SymmetricMatrixBasedSolver (class in probnum.linalg)
Symmetrize (class in probnum.linops)
T
T (probnum.linops.Identity attribute)
(probnum.linops.Kronecker attribute)
(probnum.linops.LinearOperator attribute)
(probnum.linops.Matrix attribute)
(probnum.linops.Scaling attribute)
(probnum.linops.SymmetricKronecker attribute)
(probnum.linops.Symmetrize attribute)
(probnum.problems.zoo.linalg.SuiteSparseMatrix attribute)
(probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
t0 (probnum.statespace.PiecewiseConstantDiffusion attribute)
terminate() (probnum.filtsmooth.StoppingCriterion method)
threebody() (in module probnum.problems.zoo.diffeq)
threebody_jax() (in module probnum.problems.zoo.diffeq)
TimeSeriesPosterior (class in probnum.filtsmooth)
TimeSeriesRegressionProblem (class in probnum.problems)
tmax (probnum.statespace.PiecewiseConstantDiffusion attribute)
todense() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
trace() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
transform_base_measure_realizations() (probnum.diffeq.KalmanODESolution method)
(probnum.diffeq.ODESolution method)
(probnum.diffeq.PerturbedStepSolution method)
(probnum.filtsmooth.FilteringPosterior method)
(probnum.filtsmooth.KalmanPosterior method)
(probnum.filtsmooth.ParticleFilterPosterior method)
(probnum.filtsmooth.SmoothingPosterior method)
(probnum.filtsmooth.TimeSeriesPosterior method)
Transition (class in probnum.statespace)
transpose() (probnum.linops.Identity method)
(probnum.linops.Kronecker method)
(probnum.linops.LinearOperator method)
(probnum.linops.Matrix method)
(probnum.linops.Scaling method)
(probnum.linops.SymmetricKronecker method)
(probnum.linops.Symmetrize method)
(probnum.problems.zoo.linalg.SuiteSparseMatrix method)
(probnum.randvars.Categorical method)
(probnum.randvars.Constant method)
(probnum.randvars.ContinuousRandomVariable method)
(probnum.randvars.DiscreteRandomVariable method)
(probnum.randvars.Normal method)
(probnum.randvars.RandomVariable method)
(probnum.randvars.WrappedSciPyContinuousRandomVariable method)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable method)
(probnum.randvars.WrappedSciPyRandomVariable method)
tril_to_positive_tril() (in module probnum.utils.linalg)
U
UKFComponent (class in probnum.filtsmooth)
UnscentedTransform (class in probnum.filtsmooth)
update_in_place() (probnum.statespace.ConstantDiffusion method)
(probnum.statespace.Diffusion method)
(probnum.statespace.PiecewiseConstantDiffusion method)
V
vanderpol() (in module probnum.problems.zoo.diffeq)
vanderpol_jax() (in module probnum.problems.zoo.diffeq)
var (probnum.randvars.Categorical attribute)
(probnum.randvars.Constant attribute)
(probnum.randvars.ContinuousRandomVariable attribute)
(probnum.randvars.DiscreteRandomVariable attribute)
(probnum.randvars.Normal attribute)
(probnum.randvars.RandomVariable attribute)
(probnum.randvars.WrappedSciPyContinuousRandomVariable attribute)
(probnum.randvars.WrappedSciPyDiscreteRandomVariable attribute)
(probnum.randvars.WrappedSciPyRandomVariable attribute)
var() (probnum.randprocs.GaussianProcess method)
(probnum.randprocs.MarkovProcess method)
(probnum.randprocs.RandomProcess method)
W
WhiteNoise (class in probnum.kernels)
WrappedSciPyContinuousRandomVariable (class in probnum.randvars)
WrappedSciPyDiscreteRandomVariable (class in probnum.randvars)
WrappedSciPyRandomVariable (class in probnum.randvars)
WrappedScipyRungeKutta (class in probnum.diffeq)